Tamar Grey
Tamar Grey
As a user, I would like to be able to use the same Woodwork LogicalType independent of whether or not my data may contain null values. Currently, a column's physical...
- As a user, I wish I Woodwork would not automatically overwrite a DataFrame's typing information if I try reinitializing Woodwork on it. Currently in Woodwork, doing `df.ww.init` on a...
- As a user, I wish I could use Woodwork to perform outlier detection on temporal data that is trending in a certain direction. In data that is ordered by...
There are some common woodwork questions that come up with new users, often times surrounding the most efficient way to access typing information. As the structure of how typing info...
A featuretools issue from a while back (https://github.com/alteryx/featuretools/issues/150) noted a potential need for explicitly allowing `datetime.date` objects when checking whether something is datetime in nature. Since then, Featuretools has started...
In #1315, we moved the logical type validation logic to `validate` methods for the Ordinal and LatLong classes. This allows them to be called and validated at woodwork initialization. In...
- As a user, I wish Woodwork's box plot method had a way of calculating outliers for columns with many zeros (zero-sparse) that didn't have any non-zero value be an...
Due to a Pandas bug that doesn't allow calling `pd.qcut` on `Float64Dtype` columns, we had to add a conversion to `float64` in `statistics_utils._make_categorical_for_mutual_info` that should be removed once the bug...
We're planning on making some changes to how we handle a column's schema, and some of these changes might make sense on the TableSchema as well. We should consider each...
Was reading the guide and noticed that the method names haven't been updated to `fit_and_transform_all_but_final` and `transform_all_but_final` [here](https://evalml.alteryx.com/en/stable/user_guide/component_graphs.html#Component-graph-methods). The release notes helped link me to the new names, which was...